Overview
Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 1053 |
| Missing cells | 1072 |
| Missing cells (%) | 5.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 203.8 KiB |
| Average record size in memory | 198.2 B |
Variable types
| Numeric | 16 |
|---|---|
| Categorical | 1 |
| Unsupported | 1 |
Sex is highly overall correlated with hematocrit_percent and 1 other fields | High correlation |
cd4_count_cells_uL is highly overall correlated with hiv_vl_copies_mL | High correlation |
hematocrit_percent is highly overall correlated with Sex and 1 other fields | High correlation |
hemoglobin_g_dL is highly overall correlated with Sex and 1 other fields | High correlation |
hiv_vl_copies_mL is highly overall correlated with cd4_count_cells_uL | High correlation |
lymphocyte_count_10e9_L is highly overall correlated with wbc_count_10e9_L | High correlation |
mch_pg is highly overall correlated with mchc_g_dL and 1 other fields | High correlation |
mchc_g_dL is highly overall correlated with mch_pg | High correlation |
mcv_fL is highly overall correlated with mch_pg | High correlation |
monocyte_count_10e9_L is highly overall correlated with wbc_count_10e9_L | High correlation |
neutrophil_count_10e9_L is highly overall correlated with wbc_count_10e9_L | High correlation |
wbc_count_10e9_L is highly overall correlated with lymphocyte_count_10e9_L and 2 other fields | High correlation |
study_week has 1053 (100.0%) missing values | Missing |
study_week is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
eosinophil_count_10e9_L has 47 (4.5%) zeros | Zeros |
basophil_count_10e9_L has 122 (11.6%) zeros | Zeros |
Reproduction
| Analysis started | 2025-11-25 06:48:47.245384 |
|---|---|
| Analysis finished | 2025-11-25 06:48:57.095962 |
| Duration | 9.85 seconds |
| Software version | ydata-profiling vv4.18.0 |
| Download configuration | config.json |
Variables
Age (at enrolment)
Real number (ℝ)
| Distinct | 45 |
|---|---|
| Distinct (%) | 4.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.460589 |
| Minimum | 13 |
|---|---|
| Maximum | 62 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 13 |
|---|---|
| 5-th percentile | 21 |
| Q1 | 27 |
| median | 32 |
| Q3 | 37 |
| 95-th percentile | 46 |
| Maximum | 62 |
| Range | 49 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 7.7363651 |
|---|---|
| Coefficient of variation (CV) | 0.23833101 |
| Kurtosis | 0.1552562 |
| Mean | 32.460589 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.52185785 |
| Sum | 34181 |
| Variance | 59.851345 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 31 | 66 | 6.3% |
| 33 | 56 | 5.3% |
| 29 | 55 | 5.2% |
| 30 | 53 | 5.0% |
| 32 | 50 | 4.7% |
| 26 | 49 | 4.7% |
| 35 | 48 | 4.6% |
| 34 | 48 | 4.6% |
| 24 | 47 | 4.5% |
| 28 | 47 | 4.5% |
| Other values (35) | 534 |
| Value | Count | Frequency (%) |
| 13 | 1 | 0.1% |
| 14 | 1 | 0.1% |
| 15 | 2 | 0.2% |
| 17 | 1 | 0.1% |
| 18 | 9 | 0.9% |
| 19 | 8 | 0.8% |
| 20 | 17 | |
| 21 | 19 | |
| 22 | 26 | |
| 23 | 31 |
| Value | Count | Frequency (%) |
| 62 | 1 | 0.1% |
| 59 | 1 | 0.1% |
| 57 | 2 | 0.2% |
| 55 | 2 | 0.2% |
| 54 | 4 | |
| 53 | 5 | |
| 52 | 3 | |
| 51 | 7 | |
| 50 | 4 | |
| 49 | 2 | 0.2% |
Sex
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 64.0 KiB |
| Female | |
|---|---|
| Male |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.1908832 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Male |
|---|---|
| 2nd row | Male |
| 3rd row | Male |
| 4th row | Female |
| 5th row | Female |
Common Values
| Value | Count | Frequency (%) |
| Female | 627 | |
| Male | 426 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| female | 627 | |
| male | 426 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1680 | |
| a | 1053 | |
| l | 1053 | |
| F | 627 | 11.5% |
| m | 627 | 11.5% |
| M | 426 | 7.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4413 | |
| Uppercase Letter | 1053 | 19.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 1680 | |
| a | 1053 | |
| l | 1053 | |
| m | 627 | 14.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 627 | |
| M | 426 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5466 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 1680 | |
| a | 1053 | |
| l | 1053 | |
| F | 627 | 11.5% |
| m | 627 | 11.5% |
| M | 426 | 7.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5466 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 1680 | |
| a | 1053 | |
| l | 1053 | |
| F | 627 | 11.5% |
| m | 627 | 11.5% |
| M | 426 | 7.8% |
BMI (kg/m²)
Real number (ℝ)
| Distinct | 1016 |
|---|---|
| Distinct (%) | 96.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.11742 |
| Minimum | 15.269471 |
|---|---|
| Maximum | 49.672814 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 15.269471 |
|---|---|
| 5-th percentile | 17.880777 |
| Q1 | 20.15625 |
| median | 23.084852 |
| Q3 | 26.794938 |
| 95-th percentile | 33.960395 |
| Maximum | 49.672814 |
| Range | 34.403343 |
| Interquartile range (IQR) | 6.638688 |
Descriptive statistics
| Standard deviation | 5.3163571 |
|---|---|
| Coefficient of variation (CV) | 0.2204364 |
| Kurtosis | 2.3289041 |
| Mean | 24.11742 |
| Median Absolute Deviation (MAD) | 3.2616416 |
| Skewness | 1.2722863 |
| Sum | 25395.643 |
| Variance | 28.263653 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 32.80592249 | 2 | 0.2% |
| 21.28777004 | 2 | 0.2% |
| 22.81746032 | 2 | 0.2% |
| 20.66115702 | 2 | 0.2% |
| 19.88725885 | 2 | 0.2% |
| 20.86111966 | 2 | 0.2% |
| 19.39591837 | 2 | 0.2% |
| 24.24154449 | 2 | 0.2% |
| 21.24100492 | 2 | 0.2% |
| 24.39446367 | 2 | 0.2% |
| Other values (1006) | 1033 |
| Value | Count | Frequency (%) |
| 15.26947108 | 1 | |
| 15.33897235 | 1 | |
| 15.37750029 | 1 | |
| 15.44516225 | 1 | |
| 15.48086437 | 1 | |
| 15.49586777 | 1 | |
| 15.5017301 | 1 | |
| 15.51514332 | 1 | |
| 15.56133997 | 1 | |
| 15.63764597 | 1 |
| Value | Count | Frequency (%) |
| 49.6728138 | 1 | |
| 47.49896496 | 1 | |
| 47.19926538 | 1 | |
| 47.07596254 | 1 | |
| 45.80094498 | 1 | |
| 45.2892562 | 1 | |
| 44.9019534 | 1 | |
| 44.70895631 | 1 | |
| 43.49060814 | 1 | |
| 40.73187553 | 1 |
study_week
Unsupported
Missing Rejected Unsupported
| Missing | 1053 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 16.5 KiB |
cd4_count_cells_uL
Real number (ℝ)
High correlation
| Distinct | 903 |
|---|---|
| Distinct (%) | 85.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.014084 |
| Minimum | 0.26 |
|---|---|
| Maximum | 54.13 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 0.26 |
|---|---|
| 5-th percentile | 3.792 |
| Q1 | 11.28 |
| median | 17.08 |
| Q3 | 23.62 |
| 95-th percentile | 34.336 |
| Maximum | 54.13 |
| Range | 53.87 |
| Interquartile range (IQR) | 12.34 |
Descriptive statistics
| Standard deviation | 9.1601515 |
|---|---|
| Coefficient of variation (CV) | 0.50849944 |
| Kurtosis | -0.0048244797 |
| Mean | 18.014084 |
| Median Absolute Deviation (MAD) | 6.21 |
| Skewness | 0.44891061 |
| Sum | 18968.83 |
| Variance | 83.908375 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 21.54 | 4 | 0.4% |
| 22.68 | 4 | 0.4% |
| 17.67 | 3 | 0.3% |
| 16.5 | 3 | 0.3% |
| 14.99 | 3 | 0.3% |
| 5.58 | 3 | 0.3% |
| 12.84 | 3 | 0.3% |
| 16.93 | 3 | 0.3% |
| 10.49 | 3 | 0.3% |
| 17.74 | 3 | 0.3% |
| Other values (893) | 1021 |
| Value | Count | Frequency (%) |
| 0.26 | 1 | |
| 0.34 | 1 | |
| 0.45 | 1 | |
| 0.53 | 1 | |
| 0.63 | 1 | |
| 0.65 | 1 | |
| 0.7 | 1 | |
| 0.77 | 1 | |
| 0.83 | 1 | |
| 0.91 | 1 |
| Value | Count | Frequency (%) |
| 54.13 | 1 | |
| 50.63 | 1 | |
| 48 | 1 | |
| 44.71 | 1 | |
| 44.65 | 1 | |
| 44.61 | 1 | |
| 43.65 | 1 | |
| 43.07 | 1 | |
| 42.38 | 1 | |
| 41.45 | 1 |
hiv_vl_copies_mL
Real number (ℝ)
High correlation
| Distinct | 977 |
|---|---|
| Distinct (%) | 93.0% |
| Missing | 2 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 88703.72 |
| Minimum | 0 |
|---|---|
| Maximum | 4117370 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 971.5 |
| Q1 | 5839.5 |
| median | 24796 |
| Q3 | 79879 |
| 95-th percentile | 361649.5 |
| Maximum | 4117370 |
| Range | 4117370 |
| Interquartile range (IQR) | 74039.5 |
Descriptive statistics
| Standard deviation | 231648.72 |
|---|---|
| Coefficient of variation (CV) | 2.6114882 |
| Kurtosis | 117.98199 |
| Mean | 88703.72 |
| Median Absolute Deviation (MAD) | 21970 |
| Skewness | 8.9610023 |
| Sum | 93227610 |
| Variance | 5.3661128 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 83980 | 3 | 0.3% |
| 3955 | 3 | 0.3% |
| 12049 | 3 | 0.3% |
| 641 | 2 | 0.2% |
| 889 | 2 | 0.2% |
| 376363 | 2 | 0.2% |
| 37525 | 2 | 0.2% |
| 3692 | 2 | 0.2% |
| 107147 | 2 | 0.2% |
| 765 | 2 | 0.2% |
| Other values (967) | 1028 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 501 | 1 | |
| 505 | 1 | |
| 512 | 1 | |
| 527 | 1 | |
| 528 | 1 | |
| 535 | 1 | |
| 541 | 1 | |
| 553 | 1 | |
| 556 | 1 |
| Value | Count | Frequency (%) |
| 4117370 | 1 | |
| 2757298 | 1 | |
| 2324690 | 1 | |
| 1760459 | 1 | |
| 1551988 | 1 | |
| 1393213 | 1 | |
| 1203933 | 1 | |
| 1135011 | 1 | |
| 1110345 | 2 | |
| 1000591 | 1 |
hemoglobin_g_dL
Real number (ℝ)
High correlation
| Distinct | 103 |
|---|---|
| Distinct (%) | 9.8% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.298669 |
| Minimum | 6.1 |
|---|---|
| Maximum | 18 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 6.1 |
|---|---|
| 5-th percentile | 9.9 |
| Q1 | 12.3 |
| median | 13.4 |
| Q3 | 14.6 |
| 95-th percentile | 16.1 |
| Maximum | 18 |
| Range | 11.9 |
| Interquartile range (IQR) | 2.3 |
Descriptive statistics
| Standard deviation | 1.8591093 |
|---|---|
| Coefficient of variation (CV) | 0.13979664 |
| Kurtosis | 0.50078028 |
| Mean | 13.298669 |
| Median Absolute Deviation (MAD) | 1.2 |
| Skewness | -0.54074656 |
| Sum | 13990.2 |
| Variance | 3.4562875 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13.4 | 32 | 3.0% |
| 12.5 | 30 | 2.8% |
| 13.9 | 28 | 2.7% |
| 13.8 | 27 | 2.6% |
| 13.3 | 25 | 2.4% |
| 13.5 | 24 | 2.3% |
| 13.2 | 24 | 2.3% |
| 13.6 | 24 | 2.3% |
| 14.4 | 24 | 2.3% |
| 14.7 | 23 | 2.2% |
| Other values (93) | 791 |
| Value | Count | Frequency (%) |
| 6.1 | 1 | 0.1% |
| 6.8 | 1 | 0.1% |
| 7.2 | 1 | 0.1% |
| 7.3 | 1 | 0.1% |
| 7.4 | 1 | 0.1% |
| 7.6 | 1 | 0.1% |
| 7.7 | 3 | |
| 7.9 | 1 | 0.1% |
| 8 | 3 | |
| 8.2 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 18 | 1 | |
| 17.8 | 1 | |
| 17.6 | 1 | |
| 17.5 | 1 | |
| 17.4 | 1 | |
| 17.3 | 2 | |
| 17.2 | 1 | |
| 17.1 | 1 | |
| 17 | 2 | |
| 16.9 | 2 |
hematocrit_percent
Real number (ℝ)
High correlation
| Distinct | 39 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.671958 |
| Minimum | 21 |
|---|---|
| Maximum | 54 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 21 |
|---|---|
| 5-th percentile | 31 |
| Q1 | 37 |
| median | 41 |
| Q3 | 44 |
| 95-th percentile | 49 |
| Maximum | 54 |
| Range | 33 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 5.326574 |
|---|---|
| Coefficient of variation (CV) | 0.13096429 |
| Kurtosis | 0.29229504 |
| Mean | 40.671958 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.47071382 |
| Sum | 42786.9 |
| Variance | 28.372391 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 42 | 89 | 8.5% |
| 41 | 88 | 8.4% |
| 43 | 81 | 7.7% |
| 40 | 80 | 7.6% |
| 45 | 71 | 6.7% |
| 39 | 67 | 6.4% |
| 37 | 65 | 6.2% |
| 44 | 64 | 6.1% |
| 38 | 56 | 5.3% |
| 36 | 50 | 4.7% |
| Other values (29) | 341 |
| Value | Count | Frequency (%) |
| 21 | 1 | 0.1% |
| 23 | 2 | 0.2% |
| 25 | 4 | 0.4% |
| 26 | 6 | 0.6% |
| 27 | 3 | 0.3% |
| 28 | 7 | |
| 29 | 14 | |
| 30 | 13 | |
| 31 | 17 | |
| 32 | 14 |
| Value | Count | Frequency (%) |
| 54 | 4 | 0.4% |
| 53 | 1 | 0.1% |
| 52 | 1 | 0.1% |
| 51 | 6 | 0.6% |
| 50 | 27 | |
| 49 | 20 | |
| 48 | 37 | |
| 47.8 | 1 | 0.1% |
| 47 | 42 | |
| 46 | 42 |
wbc_count_10e9_L
Real number (ℝ)
High correlation
| Distinct | 496 |
|---|---|
| Distinct (%) | 47.1% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.261635 |
| Minimum | 1.52 |
|---|---|
| Maximum | 24.68 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 1.52 |
|---|---|
| 5-th percentile | 2.9455 |
| Q1 | 4.0475 |
| median | 4.95 |
| Q3 | 6.1 |
| 95-th percentile | 8.6335 |
| Maximum | 24.68 |
| Range | 23.16 |
| Interquartile range (IQR) | 2.0525 |
Descriptive statistics
| Standard deviation | 1.9325762 |
|---|---|
| Coefficient of variation (CV) | 0.36729576 |
| Kurtosis | 13.505495 |
| Mean | 5.261635 |
| Median Absolute Deviation (MAD) | 1.03 |
| Skewness | 2.3037535 |
| Sum | 5535.24 |
| Variance | 3.7348508 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.47 | 8 | 0.8% |
| 4.05 | 8 | 0.8% |
| 5.7 | 7 | 0.7% |
| 4.95 | 7 | 0.7% |
| 4.47 | 7 | 0.7% |
| 4.75 | 7 | 0.7% |
| 5.59 | 6 | 0.6% |
| 5.1 | 6 | 0.6% |
| 4.08 | 6 | 0.6% |
| 4.07 | 6 | 0.6% |
| Other values (486) | 984 |
| Value | Count | Frequency (%) |
| 1.52 | 1 | |
| 1.71 | 1 | |
| 1.82 | 1 | |
| 1.85 | 1 | |
| 1.94 | 1 | |
| 2.14 | 1 | |
| 2.17 | 1 | |
| 2.19 | 1 | |
| 2.22 | 1 | |
| 2.23 | 1 |
| Value | Count | Frequency (%) |
| 24.68 | 1 | |
| 17.96 | 1 | |
| 15.78 | 1 | |
| 15.33 | 1 | |
| 14.8 | 1 | |
| 13.21 | 1 | |
| 13.03 | 1 | |
| 12.42 | 1 | |
| 12.07 | 1 | |
| 11.93 | 1 |
platelet_count_10e9_L
Real number (ℝ)
| Distinct | 306 |
|---|---|
| Distinct (%) | 29.1% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 265.84791 |
| Minimum | 7 |
|---|---|
| Maximum | 884 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 160.55 |
| Q1 | 214 |
| median | 258 |
| Q3 | 303 |
| 95-th percentile | 409 |
| Maximum | 884 |
| Range | 877 |
| Interquartile range (IQR) | 89 |
Descriptive statistics
| Standard deviation | 82.110469 |
|---|---|
| Coefficient of variation (CV) | 0.30886257 |
| Kurtosis | 5.8713216 |
| Mean | 265.84791 |
| Median Absolute Deviation (MAD) | 44 |
| Skewness | 1.3912982 |
| Sum | 279672 |
| Variance | 6742.1291 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 261 | 13 | 1.2% |
| 216 | 11 | 1.0% |
| 240 | 10 | 0.9% |
| 287 | 10 | 0.9% |
| 212 | 9 | 0.9% |
| 266 | 9 | 0.9% |
| 222 | 9 | 0.9% |
| 244 | 9 | 0.9% |
| 219 | 9 | 0.9% |
| 281 | 9 | 0.9% |
| Other values (296) | 954 |
| Value | Count | Frequency (%) |
| 7 | 1 | |
| 17 | 1 | |
| 42 | 1 | |
| 63 | 1 | |
| 80 | 1 | |
| 82 | 1 | |
| 87 | 1 | |
| 90 | 1 | |
| 96 | 1 | |
| 98 | 2 |
| Value | Count | Frequency (%) |
| 884 | 1 | |
| 751 | 1 | |
| 676 | 1 | |
| 652 | 1 | |
| 619 | 1 | |
| 575 | 1 | |
| 552 | 1 | |
| 549 | 1 | |
| 544 | 1 | |
| 542 | 1 |
neutrophil_count_10e9_L
Real number (ℝ)
High correlation
| Distinct | 393 |
|---|---|
| Distinct (%) | 37.5% |
| Missing | 6 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.7616619 |
| Minimum | 0.19 |
|---|---|
| Maximum | 9.31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 0.19 |
|---|---|
| 5-th percentile | 1.25 |
| Q1 | 1.88 |
| median | 2.52 |
| Q3 | 3.35 |
| 95-th percentile | 5.311 |
| Maximum | 9.31 |
| Range | 9.12 |
| Interquartile range (IQR) | 1.47 |
Descriptive statistics
| Standard deviation | 1.2519029 |
|---|---|
| Coefficient of variation (CV) | 0.45331506 |
| Kurtosis | 2.9788724 |
| Mean | 2.7616619 |
| Median Absolute Deviation (MAD) | 0.68 |
| Skewness | 1.4142769 |
| Sum | 2891.46 |
| Variance | 1.5672609 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.66 | 8 | 0.8% |
| 1.85 | 8 | 0.8% |
| 3.72 | 8 | 0.8% |
| 2.64 | 8 | 0.8% |
| 2.36 | 8 | 0.8% |
| 2.71 | 7 | 0.7% |
| 2.49 | 7 | 0.7% |
| 2.2 | 7 | 0.7% |
| 2.15 | 7 | 0.7% |
| 1.93 | 7 | 0.7% |
| Other values (383) | 972 |
| Value | Count | Frequency (%) |
| 0.19 | 1 | |
| 0.65 | 2 | |
| 0.72 | 1 | |
| 0.81 | 1 | |
| 0.86 | 2 | |
| 0.9 | 1 | |
| 0.92 | 2 | |
| 0.96 | 2 | |
| 0.99 | 2 | |
| 1 | 1 |
| Value | Count | Frequency (%) |
| 9.31 | 1 | |
| 9.17 | 1 | |
| 8.52 | 1 | |
| 8.07 | 1 | |
| 7.96 | 1 | |
| 7.66 | 1 | |
| 7.43 | 1 | |
| 7.4 | 1 | |
| 7 | 1 | |
| 6.99 | 1 |
lymphocyte_count_10e9_L
Real number (ℝ)
High correlation
| Distinct | 295 |
|---|---|
| Distinct (%) | 28.0% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8269962 |
| Minimum | 0.21 |
|---|---|
| Maximum | 9.94 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 0.21 |
|---|---|
| 5-th percentile | 0.81 |
| Q1 | 1.3 |
| median | 1.73 |
| Q3 | 2.24 |
| 95-th percentile | 3.1645 |
| Maximum | 9.94 |
| Range | 9.73 |
| Interquartile range (IQR) | 0.94 |
Descriptive statistics
| Standard deviation | 0.77925427 |
|---|---|
| Coefficient of variation (CV) | 0.42652211 |
| Kurtosis | 12.036719 |
| Mean | 1.8269962 |
| Median Absolute Deviation (MAD) | 0.47 |
| Skewness | 1.8291566 |
| Sum | 1922 |
| Variance | 0.60723721 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.82 | 11 | 1.0% |
| 1.59 | 11 | 1.0% |
| 1.58 | 11 | 1.0% |
| 1.8 | 11 | 1.0% |
| 1.53 | 11 | 1.0% |
| 1.33 | 11 | 1.0% |
| 1.93 | 11 | 1.0% |
| 1.66 | 10 | 0.9% |
| 1.61 | 10 | 0.9% |
| 1.44 | 10 | 0.9% |
| Other values (285) | 945 |
| Value | Count | Frequency (%) |
| 0.21 | 1 | 0.1% |
| 0.22 | 1 | 0.1% |
| 0.25 | 1 | 0.1% |
| 0.27 | 1 | 0.1% |
| 0.33 | 1 | 0.1% |
| 0.37 | 2 | |
| 0.45 | 1 | 0.1% |
| 0.46 | 3 | |
| 0.47 | 1 | 0.1% |
| 0.49 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 9.94 | 1 | |
| 5.92 | 1 | |
| 5.32 | 1 | |
| 4.73 | 1 | |
| 4.68 | 1 | |
| 4.21 | 1 | |
| 4.2 | 1 | |
| 4.16 | 1 | |
| 4.14 | 1 | |
| 4.11 | 1 |
monocyte_count_10e9_L
Real number (ℝ)
High correlation
| Distinct | 96 |
|---|---|
| Distinct (%) | 9.1% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4538308 |
| Minimum | 0.11 |
|---|---|
| Maximum | 2.12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 0.11 |
|---|---|
| 5-th percentile | 0.22 |
| Q1 | 0.33 |
| median | 0.42 |
| Q3 | 0.54 |
| 95-th percentile | 0.79 |
| Maximum | 2.12 |
| Range | 2.01 |
| Interquartile range (IQR) | 0.21 |
Descriptive statistics
| Standard deviation | 0.19087226 |
|---|---|
| Coefficient of variation (CV) | 0.42058022 |
| Kurtosis | 10.270507 |
| Mean | 0.4538308 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | 2.0631299 |
| Sum | 477.43 |
| Variance | 0.036432219 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.43 | 33 | 3.1% |
| 0.34 | 33 | 3.1% |
| 0.41 | 32 | 3.0% |
| 0.4 | 31 | 2.9% |
| 0.38 | 30 | 2.8% |
| 0.36 | 30 | 2.8% |
| 0.35 | 29 | 2.8% |
| 0.48 | 29 | 2.8% |
| 0.29 | 28 | 2.7% |
| 0.46 | 28 | 2.7% |
| Other values (86) | 749 |
| Value | Count | Frequency (%) |
| 0.11 | 4 | 0.4% |
| 0.12 | 2 | 0.2% |
| 0.14 | 3 | 0.3% |
| 0.15 | 4 | 0.4% |
| 0.16 | 3 | 0.3% |
| 0.17 | 1 | 0.1% |
| 0.18 | 6 | |
| 0.19 | 4 | 0.4% |
| 0.2 | 6 | |
| 0.21 | 12 |
| Value | Count | Frequency (%) |
| 2.12 | 1 | |
| 1.84 | 1 | |
| 1.54 | 1 | |
| 1.47 | 1 | |
| 1.42 | 1 | |
| 1.18 | 1 | |
| 1.17 | 1 | |
| 1.08 | 1 | |
| 1.07 | 2 | |
| 1.04 | 1 |
eosinophil_count_10e9_L
Real number (ℝ)
Zeros
| Distinct | 88 |
|---|---|
| Distinct (%) | 8.4% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.14214829 |
| Minimum | 0 |
|---|---|
| Maximum | 3.16 |
| Zeros | 47 |
| Zeros (%) | 4.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.01 |
| Q1 | 0.03 |
| median | 0.075 |
| Q3 | 0.16 |
| 95-th percentile | 0.51 |
| Maximum | 3.16 |
| Range | 3.16 |
| Interquartile range (IQR) | 0.13 |
Descriptive statistics
| Standard deviation | 0.22564749 |
|---|---|
| Coefficient of variation (CV) | 1.5874091 |
| Kurtosis | 44.797394 |
| Mean | 0.14214829 |
| Median Absolute Deviation (MAD) | 0.055 |
| Skewness | 5.3004426 |
| Sum | 149.54 |
| Variance | 0.050916789 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.01 | 87 | 8.3% |
| 0.02 | 85 | 8.1% |
| 0.03 | 70 | 6.6% |
| 0.07 | 62 | 5.9% |
| 0.04 | 59 | 5.6% |
| 0.06 | 59 | 5.6% |
| 0.05 | 57 | 5.4% |
| 0 | 47 | 4.5% |
| 0.08 | 44 | 4.2% |
| 0.12 | 40 | 3.8% |
| Other values (78) | 442 |
| Value | Count | Frequency (%) |
| 0 | 47 | |
| 0.01 | 87 | |
| 0.02 | 85 | |
| 0.03 | 70 | |
| 0.04 | 59 | |
| 0.05 | 57 | |
| 0.06 | 59 | |
| 0.07 | 62 | |
| 0.08 | 44 | |
| 0.09 | 37 |
| Value | Count | Frequency (%) |
| 3.16 | 1 | |
| 1.89 | 1 | |
| 1.75 | 2 | |
| 1.57 | 1 | |
| 1.51 | 1 | |
| 1.48 | 1 | |
| 1.35 | 1 | |
| 1.25 | 1 | |
| 1.23 | 2 | |
| 1.15 | 1 |
basophil_count_10e9_L
Real number (ℝ)
Zeros
| Distinct | 15 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.024030418 |
| Minimum | 0 |
|---|---|
| Maximum | 0.21 |
| Zeros | 122 |
| Zeros (%) | 11.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.01 |
| median | 0.02 |
| Q3 | 0.03 |
| 95-th percentile | 0.05 |
| Maximum | 0.21 |
| Range | 0.21 |
| Interquartile range (IQR) | 0.02 |
Descriptive statistics
| Standard deviation | 0.019359659 |
|---|---|
| Coefficient of variation (CV) | 0.80563139 |
| Kurtosis | 13.357364 |
| Mean | 0.024030418 |
| Median Absolute Deviation (MAD) | 0.01 |
| Skewness | 2.4211104 |
| Sum | 25.28 |
| Variance | 0.00037479641 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.02 | 293 | |
| 0.03 | 217 | |
| 0.01 | 217 | |
| 0 | 122 | |
| 0.04 | 100 | 9.5% |
| 0.05 | 51 | 4.8% |
| 0.06 | 19 | 1.8% |
| 0.07 | 12 | 1.1% |
| 0.09 | 6 | 0.6% |
| 0.08 | 5 | 0.5% |
| Other values (5) | 10 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 122 | |
| 0.01 | 217 | |
| 0.02 | 293 | |
| 0.03 | 217 | |
| 0.04 | 100 | 9.5% |
| 0.05 | 51 | 4.8% |
| 0.06 | 19 | 1.8% |
| 0.07 | 12 | 1.1% |
| 0.08 | 5 | 0.5% |
| 0.09 | 6 | 0.6% |
| Value | Count | Frequency (%) |
| 0.21 | 1 | 0.1% |
| 0.16 | 1 | 0.1% |
| 0.13 | 2 | 0.2% |
| 0.11 | 4 | 0.4% |
| 0.1 | 2 | 0.2% |
| 0.09 | 6 | 0.6% |
| 0.08 | 5 | 0.5% |
| 0.07 | 12 | 1.1% |
| 0.06 | 19 | 1.8% |
| 0.05 | 51 |
mcv_fL
Real number (ℝ)
High correlation
| Distinct | 286 |
|---|---|
| Distinct (%) | 27.2% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 86.905228 |
| Minimum | 58.1 |
|---|---|
| Maximum | 103.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 58.1 |
|---|---|
| 5-th percentile | 73.455 |
| Q1 | 83.6 |
| median | 87.5 |
| Q3 | 91.7 |
| 95-th percentile | 96.445 |
| Maximum | 103.5 |
| Range | 45.4 |
| Interquartile range (IQR) | 8.1 |
Descriptive statistics
| Standard deviation | 6.9486359 |
|---|---|
| Coefficient of variation (CV) | 0.079956477 |
| Kurtosis | 1.4099648 |
| Mean | 86.905228 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -0.87892782 |
| Sum | 91424.3 |
| Variance | 48.283541 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 84.5 | 13 | 1.2% |
| 87.3 | 13 | 1.2% |
| 89.3 | 12 | 1.1% |
| 88 | 12 | 1.1% |
| 90.4 | 11 | 1.0% |
| 89.1 | 10 | 0.9% |
| 91.7 | 10 | 0.9% |
| 84.7 | 10 | 0.9% |
| 85.2 | 10 | 0.9% |
| 86.9 | 10 | 0.9% |
| Other values (276) | 941 |
| Value | Count | Frequency (%) |
| 58.1 | 1 | |
| 59.7 | 1 | |
| 60 | 1 | |
| 60.1 | 1 | |
| 60.9 | 1 | |
| 61.2 | 1 | |
| 61.8 | 1 | |
| 62.1 | 1 | |
| 62.5 | 1 | |
| 63.3 | 1 |
| Value | Count | Frequency (%) |
| 103.5 | 2 | |
| 102.3 | 1 | |
| 101.8 | 1 | |
| 100.8 | 1 | |
| 100.7 | 1 | |
| 100.6 | 1 | |
| 100.5 | 1 | |
| 100.3 | 1 | |
| 99.8 | 1 | |
| 99.7 | 1 |
mch_pg
Real number (ℝ)
High correlation
| Distinct | 138 |
|---|---|
| Distinct (%) | 13.1% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.411597 |
| Minimum | 16.7 |
|---|---|
| Maximum | 34 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 16.7 |
|---|---|
| 5-th percentile | 23.1 |
| Q1 | 27.1 |
| median | 28.7 |
| Q3 | 30.3 |
| 95-th percentile | 32.145 |
| Maximum | 34 |
| Range | 17.3 |
| Interquartile range (IQR) | 3.2 |
Descriptive statistics
| Standard deviation | 2.7248789 |
|---|---|
| Coefficient of variation (CV) | 0.095907279 |
| Kurtosis | 1.4802156 |
| Mean | 28.411597 |
| Median Absolute Deviation (MAD) | 1.6 |
| Skewness | -0.94437237 |
| Sum | 29889 |
| Variance | 7.4249653 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 28.6 | 25 | 2.4% |
| 29.9 | 21 | 2.0% |
| 28.9 | 21 | 2.0% |
| 28.8 | 21 | 2.0% |
| 27.9 | 20 | 1.9% |
| 29.4 | 20 | 1.9% |
| 27.5 | 19 | 1.8% |
| 27.7 | 18 | 1.7% |
| 27.2 | 18 | 1.7% |
| 27.3 | 18 | 1.7% |
| Other values (128) | 851 |
| Value | Count | Frequency (%) |
| 16.7 | 1 | |
| 17.3 | 1 | |
| 17.6 | 1 | |
| 17.8 | 1 | |
| 17.9 | 1 | |
| 18.2 | 1 | |
| 18.4 | 1 | |
| 18.5 | 1 | |
| 18.8 | 1 | |
| 19.7 | 1 |
| Value | Count | Frequency (%) |
| 34 | 1 | 0.1% |
| 33.9 | 1 | 0.1% |
| 33.8 | 2 | |
| 33.7 | 1 | 0.1% |
| 33.5 | 3 | |
| 33.4 | 2 | |
| 33.3 | 4 | |
| 33.2 | 1 | 0.1% |
| 33.1 | 2 | |
| 33 | 2 |
mchc_g_dL
Real number (ℝ)
High correlation
| Distinct | 59 |
|---|---|
| Distinct (%) | 5.6% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.653707 |
| Minimum | 28.3 |
|---|---|
| Maximum | 35.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 28.3 |
|---|---|
| 5-th percentile | 31.2 |
| Q1 | 32.2 |
| median | 32.7 |
| Q3 | 33.2 |
| 95-th percentile | 33.9 |
| Maximum | 35.9 |
| Range | 7.6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.89265719 |
|---|---|
| Coefficient of variation (CV) | 0.027337086 |
| Kurtosis | 2.0274307 |
| Mean | 32.653707 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | -0.58209633 |
| Sum | 34351.7 |
| Variance | 0.79683686 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 32.6 | 60 | 5.7% |
| 32.7 | 57 | 5.4% |
| 32.4 | 54 | 5.1% |
| 33.1 | 54 | 5.1% |
| 33 | 53 | 5.0% |
| 33.2 | 52 | 4.9% |
| 32.5 | 51 | 4.8% |
| 32.8 | 50 | 4.7% |
| 32.9 | 46 | 4.4% |
| 32.3 | 44 | 4.2% |
| Other values (49) | 531 |
| Value | Count | Frequency (%) |
| 28.3 | 1 | |
| 28.6 | 1 | |
| 28.7 | 1 | |
| 28.8 | 1 | |
| 29.3 | 2 | |
| 29.4 | 1 | |
| 29.8 | 1 | |
| 30 | 2 | |
| 30.2 | 1 | |
| 30.3 | 2 |
| Value | Count | Frequency (%) |
| 35.9 | 1 | 0.1% |
| 35.6 | 1 | 0.1% |
| 35.3 | 1 | 0.1% |
| 35 | 2 | 0.2% |
| 34.9 | 4 | 0.4% |
| 34.7 | 2 | 0.2% |
| 34.6 | 1 | 0.1% |
| 34.5 | 3 | 0.3% |
| 34.4 | 10 | |
| 34.3 | 3 | 0.3% |
Interactions
Correlations
| Age (at enrolment) | BMI (kg/m²) | Sex | basophil_count_10e9_L | cd4_count_cells_uL | eosinophil_count_10e9_L | hematocrit_percent | hemoglobin_g_dL | hiv_vl_copies_mL | lymphocyte_count_10e9_L | mch_pg | mchc_g_dL | mcv_fL | monocyte_count_10e9_L | neutrophil_count_10e9_L | platelet_count_10e9_L | wbc_count_10e9_L | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Age (at enrolment) | 1.000 | 0.163 | 0.142 | 0.009 | -0.161 | 0.004 | -0.080 | -0.072 | 0.054 | -0.111 | 0.051 | 0.020 | 0.047 | -0.035 | -0.106 | -0.055 | -0.131 |
| BMI (kg/m²) | 0.163 | 1.000 | 0.363 | 0.012 | 0.087 | 0.004 | -0.121 | -0.111 | -0.141 | 0.126 | -0.011 | -0.000 | -0.016 | 0.063 | 0.055 | 0.095 | 0.088 |
| Sex | 0.142 | 0.363 | 1.000 | 0.000 | 0.072 | 0.037 | 0.568 | 0.567 | 0.052 | 0.067 | 0.177 | 0.173 | 0.158 | 0.000 | 0.000 | 0.174 | 0.017 |
| basophil_count_10e9_L | 0.009 | 0.012 | 0.000 | 1.000 | 0.118 | 0.174 | 0.075 | 0.066 | -0.144 | 0.390 | 0.021 | -0.027 | 0.039 | 0.236 | 0.183 | 0.151 | 0.349 |
| cd4_count_cells_uL | -0.161 | 0.087 | 0.072 | 0.118 | 1.000 | -0.019 | 0.174 | 0.170 | -0.507 | 0.182 | 0.105 | 0.034 | 0.110 | -0.054 | 0.164 | 0.065 | 0.179 |
| eosinophil_count_10e9_L | 0.004 | 0.004 | 0.037 | 0.174 | -0.019 | 1.000 | 0.053 | 0.052 | 0.055 | 0.125 | 0.054 | 0.009 | 0.058 | 0.079 | -0.035 | 0.002 | 0.115 |
| hematocrit_percent | -0.080 | -0.121 | 0.568 | 0.075 | 0.174 | 0.053 | 1.000 | 0.979 | -0.093 | 0.107 | 0.333 | 0.230 | 0.326 | 0.028 | 0.050 | -0.221 | 0.088 |
| hemoglobin_g_dL | -0.072 | -0.111 | 0.567 | 0.066 | 0.170 | 0.052 | 0.979 | 1.000 | -0.090 | 0.102 | 0.436 | 0.392 | 0.390 | 0.025 | 0.051 | -0.227 | 0.085 |
| hiv_vl_copies_mL | 0.054 | -0.141 | 0.052 | -0.144 | -0.507 | 0.055 | -0.093 | -0.090 | 1.000 | -0.246 | -0.003 | 0.032 | -0.010 | 0.072 | -0.077 | -0.061 | -0.139 |
| lymphocyte_count_10e9_L | -0.111 | 0.126 | 0.067 | 0.390 | 0.182 | 0.125 | 0.107 | 0.102 | -0.246 | 1.000 | 0.069 | -0.005 | 0.080 | 0.357 | 0.190 | 0.138 | 0.624 |
| mch_pg | 0.051 | -0.011 | 0.177 | 0.021 | 0.105 | 0.054 | 0.333 | 0.436 | -0.003 | 0.069 | 1.000 | 0.679 | 0.960 | 0.005 | -0.015 | -0.138 | 0.019 |
| mchc_g_dL | 0.020 | -0.000 | 0.173 | -0.027 | 0.034 | 0.009 | 0.230 | 0.392 | 0.032 | -0.005 | 0.679 | 1.000 | 0.476 | -0.026 | -0.029 | -0.137 | -0.025 |
| mcv_fL | 0.047 | -0.016 | 0.158 | 0.039 | 0.110 | 0.058 | 0.326 | 0.390 | -0.010 | 0.080 | 0.960 | 0.476 | 1.000 | 0.016 | -0.006 | -0.118 | 0.030 |
| monocyte_count_10e9_L | -0.035 | 0.063 | 0.000 | 0.236 | -0.054 | 0.079 | 0.028 | 0.025 | 0.072 | 0.357 | 0.005 | -0.026 | 0.016 | 1.000 | 0.439 | 0.152 | 0.603 |
| neutrophil_count_10e9_L | -0.106 | 0.055 | 0.000 | 0.183 | 0.164 | -0.035 | 0.050 | 0.051 | -0.077 | 0.190 | -0.015 | -0.029 | -0.006 | 0.439 | 1.000 | 0.255 | 0.837 |
| platelet_count_10e9_L | -0.055 | 0.095 | 0.174 | 0.151 | 0.065 | 0.002 | -0.221 | -0.227 | -0.061 | 0.138 | -0.138 | -0.137 | -0.118 | 0.152 | 0.255 | 1.000 | 0.258 |
| wbc_count_10e9_L | -0.131 | 0.088 | 0.017 | 0.349 | 0.179 | 0.115 | 0.088 | 0.085 | -0.139 | 0.624 | 0.019 | -0.025 | 0.030 | 0.603 | 0.837 | 0.258 | 1.000 |
Missing values
Sample
| Age (at enrolment) | Sex | BMI (kg/m²) | study_week | cd4_count_cells_uL | hiv_vl_copies_mL | hemoglobin_g_dL | hematocrit_percent | wbc_count_10e9_L | platelet_count_10e9_L | neutrophil_count_10e9_L | lymphocyte_count_10e9_L | monocyte_count_10e9_L | eosinophil_count_10e9_L | basophil_count_10e9_L | mcv_fL | mch_pg | mchc_g_dL | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2162 | 30.0 | Male | 23.916239 | NaN | 35.06 | 641.0 | 14.8 | 46.0 | 5.89 | 294.0 | 3.60 | 1.83 | 0.37 | 0.06 | 0.02 | 82.5 | 26.3 | 31.9 |
| 2163 | 34.0 | Male | 27.645308 | NaN | 28.02 | 3851.0 | 14.3 | 43.0 | 2.90 | 261.0 | 1.36 | 1.26 | 0.24 | 0.02 | 0.02 | 89.7 | 29.5 | 32.9 |
| 2164 | 44.0 | Male | 23.836248 | NaN | 25.75 | 8961.0 | 16.6 | 50.0 | 4.50 | 216.0 | 1.79 | 2.07 | 0.45 | 0.10 | 0.09 | 92.3 | 30.4 | 33.0 |
| 2165 | 25.0 | Female | 45.289256 | NaN | 25.85 | 903.0 | 12.1 | 38.0 | 5.70 | 281.0 | 2.82 | 2.33 | 0.44 | 0.06 | 0.04 | 84.4 | 26.5 | 31.4 |
| 2166 | 20.0 | Female | 28.664018 | NaN | 12.48 | 15081.0 | 12.0 | 37.0 | 5.55 | 188.0 | 1.77 | 1.97 | 0.42 | 1.35 | 0.03 | 90.2 | 29.4 | 32.6 |
| 2167 | 33.0 | Female | 30.859375 | NaN | 32.59 | 680.0 | 13.5 | 40.0 | 5.67 | 239.0 | 3.32 | 1.66 | 0.56 | 0.11 | 0.03 | 90.5 | 30.4 | 33.6 |
| 2168 | 23.0 | Female | 20.870053 | NaN | 41.45 | 12806.0 | 14.0 | 42.0 | 3.90 | 238.0 | 2.46 | 1.19 | 0.20 | 0.04 | 0.00 | 85.8 | 28.4 | 33.0 |
| 2169 | 30.0 | Female | 23.555556 | NaN | 8.81 | 179182.0 | 10.1 | 31.0 | 2.19 | 266.0 | 1.12 | 0.71 | 0.27 | 0.07 | 0.03 | 82.1 | 27.0 | 32.8 |
| 2170 | 23.0 | Female | 31.953125 | NaN | 25.40 | 10611.0 | 10.7 | 33.0 | 3.01 | 260.0 | 1.52 | 1.09 | 0.32 | 0.06 | 0.02 | 76.2 | 24.5 | 32.2 |
| 2171 | 20.0 | Female | 18.850387 | NaN | 17.89 | 443901.0 | 11.6 | 37.0 | 3.62 | 154.0 | 0.65 | 2.68 | 0.29 | 0.00 | 0.00 | 84.5 | 26.7 | 31.6 |
| Age (at enrolment) | Sex | BMI (kg/m²) | study_week | cd4_count_cells_uL | hiv_vl_copies_mL | hemoglobin_g_dL | hematocrit_percent | wbc_count_10e9_L | platelet_count_10e9_L | neutrophil_count_10e9_L | lymphocyte_count_10e9_L | monocyte_count_10e9_L | eosinophil_count_10e9_L | basophil_count_10e9_L | mcv_fL | mch_pg | mchc_g_dL | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3205 | 18.0 | Female | 31.092612 | NaN | 18.19 | 2461.0 | 13.9 | 41.0 | 4.95 | 249.0 | 1.93 | 2.62 | 0.32 | 0.03 | 0.05 | 91.1 | 30.5 | 33.4 |
| 3206 | 18.0 | Male | 15.515143 | NaN | 2.67 | 77566.0 | 12.9 | 41.0 | 3.04 | 278.0 | 1.51 | 1.11 | 0.20 | 0.21 | 0.01 | 75.9 | 23.9 | 31.5 |
| 3207 | 15.0 | Male | 17.998028 | NaN | 2.86 | 361889.0 | 12.6 | 38.0 | 6.29 | 216.0 | 2.91 | 2.74 | 0.48 | 0.11 | 0.05 | 81.0 | 26.8 | 33.1 |
| 3208 | 18.0 | Male | 20.408163 | NaN | 27.52 | 51443.0 | 16.4 | 49.0 | 4.42 | 312.0 | 2.61 | 1.26 | 0.52 | 0.02 | 0.02 | 84.6 | 28.3 | 33.4 |
| 3209 | 18.0 | Female | 29.658625 | NaN | 6.90 | 8022.0 | 13.0 | 39.0 | 5.81 | 384.0 | 2.23 | 2.78 | 0.38 | 0.39 | 0.03 | 80.6 | 26.6 | 33.1 |
| 3210 | 18.0 | Male | 20.451963 | NaN | 14.61 | 1295.0 | 14.7 | 45.0 | 8.31 | 193.0 | 5.24 | 2.39 | 0.63 | 0.02 | 0.03 | 86.6 | 28.5 | 32.9 |
| 3211 | 17.0 | Male | 18.800472 | NaN | 18.43 | 7856.0 | 15.3 | 45.0 | 4.47 | 261.0 | 2.62 | 1.36 | 0.37 | 0.10 | 0.02 | 87.3 | 29.4 | 33.7 |
| 3212 | 18.0 | Female | 21.693141 | NaN | 34.91 | 26688.0 | 13.3 | 41.0 | 3.79 | 272.0 | 1.42 | 2.10 | 0.15 | 0.10 | 0.02 | 93.5 | 30.7 | 32.8 |
| 3213 | 15.0 | Female | 22.247230 | NaN | 0.63 | 170902.0 | 12.2 | 37.0 | 3.38 | 231.0 | 2.36 | 0.22 | 0.31 | 0.49 | 0.00 | 88.7 | 28.9 | 32.6 |
| 3214 | 18.0 | Female | 24.728984 | NaN | 23.68 | 61862.0 | 11.7 | 37.0 | 4.84 | 344.0 | 2.19 | 2.16 | 0.41 | 0.07 | 0.02 | 87.2 | 27.4 | 31.5 |